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taherdoust
/
llama31-8b-cim-q2sql

Text Generation
PEFT
Safetensors
English
text-to-sql
postgis
spatial-sql
city-information-modeling
cim
fine-tuned
qlora
conversational
Model card Files Files and versions
xet
Community

Instructions to use taherdoust/llama31-8b-cim-q2sql with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use taherdoust/llama31-8b-cim-q2sql with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3.1-8B-Instruct")
    model = PeftModel.from_pretrained(base_model, "taherdoust/llama31-8b-cim-q2sql")
  • Notebooks
  • Google Colab
  • Kaggle
llama31-8b-cim-q2sql / checkpoint-4146
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  • 1 contributor
History: 1 commit
taherdoust's picture
taherdoust
Upload Llama 3.1 8B CIM Q2SQL model (eval_loss: 0.097)
8126c61 verified 10 months ago
  • README.md
    5.11 kB
    Upload Llama 3.1 8B CIM Q2SQL model (eval_loss: 0.097) 10 months ago
  • adapter_config.json
    739 Bytes
    Upload Llama 3.1 8B CIM Q2SQL model (eval_loss: 0.097) 10 months ago
  • adapter_model.safetensors
    168 MB
    xet
    Upload Llama 3.1 8B CIM Q2SQL model (eval_loss: 0.097) 10 months ago
  • optimizer.pt
    85.7 MB
    xet
    Upload Llama 3.1 8B CIM Q2SQL model (eval_loss: 0.097) 10 months ago
  • rng_state.pth
    14.2 kB
    xet
    Upload Llama 3.1 8B CIM Q2SQL model (eval_loss: 0.097) 10 months ago
  • scheduler.pt
    1.06 kB
    xet
    Upload Llama 3.1 8B CIM Q2SQL model (eval_loss: 0.097) 10 months ago
  • trainer_state.json
    16.3 kB
    Upload Llama 3.1 8B CIM Q2SQL model (eval_loss: 0.097) 10 months ago
  • training_args.bin
    5.3 kB
    xet
    Upload Llama 3.1 8B CIM Q2SQL model (eval_loss: 0.097) 10 months ago